Primary Crime Type
The bar plot shows the crime primary type distribution. Notice that for many crime types, arrested cases took small part. The hover texts show the percentage of arrested cases for each category.
About
The project is aimed at analyzing and visualizing the spatial and temporal distribution of crime event in the city of Chicago in years 2018-2020. The project is expected to help people better understand the public safety issue in the city of Chicago and hopefully reduce the chance of crime events happening in the future.
The crime dataset used is part of the Open Data Portal. It reflects reported incidents of crime (with the exception of murders where data exists for each victim) that occurred in the City of Chicago from 2001 to present. Data is extracted from the Chicago Police Department’s CLEAR (Citizen Law Enforcement Analysis and Reporting) system. Variables in the dataset includes information about crime event type, location, time, if arrested, if domestic related, and so on.
The project use r language. The main package used includes: ggplot2, plotly, leaflet, wordcloud, tidyverse, chorddiag.
EDA
Crime Dataset Overview
| Date | Primary Type | Description | Location Description | Arrest | Domestic | Community Area | Latitude | Longitude |
|---|---|---|---|---|---|---|---|---|
| 2018-10-14 02:36:00 | ROBBERY | ARMED - HANDGUN | CONVENIENCE STORE | FALSE | FALSE | 8 | 41.89657 | -87.63624 |
| 2018-06-01 07:00:00 | SEX OFFENSE | AGGRAVATED CRIMINAL SEXUAL ABUSE | APARTMENT | FALSE | FALSE | 36 | NA | NA |
| 2018-09-30 18:00:00 | BURGLARY | FORCIBLE ENTRY | OTHER (SPECIFY) | FALSE | FALSE | 24 | 41.90973 | -87.67646 |
| 2018-02-11 19:03:00 | CRIMINAL SEXUAL ASSAULT | NON-AGGRAVATED | APARTMENT | FALSE | FALSE | 39 | 41.81039 | -87.60392 |
| 2018-12-01 15:00:00 | THEFT | FROM BUILDING | RESIDENCE | FALSE | FALSE | 22 | NA | NA |
| 2018-01-04 13:00:00 | DECEPTIVE PRACTICE | FORGERY | RESIDENCE | FALSE | FALSE | 75 | NA | NA |
| 2018-01-16 08:00:00 | DECEPTIVE PRACTICE | EMBEZZLEMENT | SCHOOL - PUBLIC GROUNDS | FALSE | FALSE | 8 | 41.89543 | -87.61611 |
| 2018-10-24 00:01:00 | DECEPTIVE PRACTICE | FINANCIAL IDENTITY THEFT OVER $ 300 | APARTMENT | FALSE | FALSE | 55 | NA | NA |
| 2018-08-11 14:00:00 | DECEPTIVE PRACTICE | FINANCIAL IDENTITY THEFT OVER $ 300 | NA | FALSE | FALSE | 71 | NA | NA |
| 2018-06-15 15:30:00 | CRIMINAL SEXUAL ASSAULT | AGGRAVATED - HANDGUN | APARTMENT | FALSE | FALSE | 69 | 41.75991 | -87.60787 |
| 2018-09-27 21:30:00 | SEX OFFENSE | CRIMINAL SEXUAL ABUSE | RESIDENCE | FALSE | FALSE | 69 | 41.76000 | -87.62849 |
| 2018-11-04 15:31:00 | CRIMINAL SEXUAL ASSAULT | NON-AGGRAVATED | BAR OR TAVERN | FALSE | FALSE | 31 | 41.85125 | -87.67708 |
| 2018-10-27 01:00:00 | MOTOR VEHICLE THEFT | AUTOMOBILE | VACANT LOT / LAND | FALSE | FALSE | 29 | 41.86333 | -87.69455 |
| 2018-05-20 03:27:00 | BATTERY | AGGRAVATED - HANDGUN | STREET | FALSE | FALSE | 25 | 41.88572 | -87.74704 |
| 2018-01-01 09:00:00 | DECEPTIVE PRACTICE | FINANCIAL IDENTITY THEFT OVER $ 300 | NA | FALSE | FALSE | 43 | NA | NA |
| 2018-08-18 04:00:00 | CRIMINAL SEXUAL ASSAULT | NON-AGGRAVATED | SCHOOL - PRIVATE GROUNDS | FALSE | FALSE | 26 | 41.87074 | -87.73353 |
| 2018-12-27 23:30:00 | ASSAULT | AGGRAVATED - HANDGUN | STREET | FALSE | FALSE | 16 | 41.95029 | -87.70597 |
| 2018-08-03 09:15:00 | ROBBERY | ARMED - HANDGUN | STREET | FALSE | FALSE | 67 | 41.79311 | -87.66578 |
| 2018-05-22 16:25:00 | BATTERY | AGGRAVATED - HANDGUN | STREET | FALSE | FALSE | 16 | 41.94905 | -87.70666 |
| 2018-08-20 00:01:00 | OFFENSE INVOLVING CHILDREN | AGGRAVATED CRIMINAL SEXUAL ABUSE BY FAMILY MEMBER | RESIDENCE | FALSE | TRUE | 22 | 41.92101 | -87.71094 |
| 2018-09-12 15:33:00 | DECEPTIVE PRACTICE | FINANCIAL IDENTITY THEFT OVER $ 300 | NA | FALSE | FALSE | 34 | NA | NA |
| 2018-11-01 17:00:00 | DECEPTIVE PRACTICE | FORGERY | OTHER (SPECIFY) | FALSE | FALSE | 44 | 41.73663 | -87.60656 |
| 2018-10-17 19:58:00 | ROBBERY | ARMED - HANDGUN | STREET | TRUE | FALSE | 69 | 41.76498 | -87.62490 |
| 2018-07-28 02:27:00 | CRIMINAL SEXUAL ASSAULT | AGGRAVATED - KNIFE / CUTTING INSTRUMENT | ALLEY | TRUE | FALSE | 49 | 41.69320 | -87.64241 |
| 2018-11-19 15:00:00 | DECEPTIVE PRACTICE | FRAUD OR CONFIDENCE GAME | APARTMENT | FALSE | FALSE | 77 | NA | NA |
| 2018-11-27 06:45:00 | PUBLIC PEACE VIOLATION | FALSE POLICE REPORT | STREET | FALSE | FALSE | 28 | NA | NA |
| 2018-07-01 22:00:00 | CRIMINAL SEXUAL ASSAULT | PREDATORY | APARTMENT | FALSE | TRUE | 61 | NA | NA |
| 2018-06-01 12:45:00 | DECEPTIVE PRACTICE | FINANCIAL IDENTITY THEFT OVER $ 300 | NA | FALSE | FALSE | 48 | NA | NA |
| 2018-05-20 14:50:00 | DECEPTIVE PRACTICE | BOGUS CHECK | BANK | FALSE | FALSE | 41 | 41.79953 | -87.59004 |
| 2018-04-27 13:38:00 | ROBBERY | STRONG ARM - NO WEAPON | BANK | FALSE | FALSE | 21 | 41.93658 | -87.72711 |
The table shows a few lines of the crime data. The whole dataset contains spatial-temporal information of recorded crime events since 2018.
Transportation Dataset Overview
| Trip Start Timestamp | Trip End Timestamp | Pickup Community Area | Dropoff Community Area |
|---|---|---|---|
| 2020-01-01 | 2020-01-01 00:15:00 | 53 | NA |
| 2020-01-01 | 2020-01-01 00:15:00 | 7 | 7 |
| 2020-01-01 | 2020-01-01 00:15:00 | 6 | 7 |
| 2020-01-01 | 2020-01-01 00:30:00 | 6 | 17 |
| 2020-01-01 | 2020-01-01 00:15:00 | 43 | 45 |
| 2020-01-01 | 2020-01-01 00:30:00 | 8 | 4 |
| 2020-01-01 | 2020-01-01 00:15:00 | 24 | 6 |
| 2020-01-01 | 2020-01-01 00:00:00 | 10 | 10 |
| 2020-01-01 | 2020-01-01 00:15:00 | 32 | 77 |
| 2020-01-01 | 2020-01-01 00:00:00 | 16 | 14 |
| 2020-01-01 | 2020-01-01 00:15:00 | 8 | 31 |
| 2020-01-01 | 2020-01-01 00:15:00 | 24 | 6 |
| 2020-01-01 | 2020-01-01 00:45:00 | 32 | 8 |
| 2020-01-01 | 2020-01-01 00:15:00 | 32 | 16 |
| 2020-01-01 | 2020-01-01 00:00:00 | 3 | 77 |
| 2020-01-01 | 2020-01-01 00:15:00 | 6 | 7 |
| 2020-01-01 | 2020-01-01 00:15:00 | 38 | 44 |
| 2020-01-01 | 2020-01-01 00:15:00 | 8 | 28 |
| 2020-01-01 | 2020-01-01 00:45:00 | 7 | NA |
| 2020-01-01 | 2020-01-01 00:30:00 | NA | 73 |
| 2020-01-01 | 2020-01-01 00:30:00 | 32 | 73 |
| 2020-01-01 | 2020-01-01 00:15:00 | 22 | 6 |
| 2020-01-01 | 2020-01-01 00:15:00 | 8 | 8 |
| 2020-01-01 | 2020-01-01 00:45:00 | 3 | NA |
| 2020-01-01 | 2020-01-01 00:00:00 | 32 | 28 |
| 2020-01-01 | 2020-01-01 00:15:00 | 8 | 8 |
| 2020-01-01 | 2020-01-01 00:15:00 | 24 | 31 |
| 2020-01-01 | 2020-01-01 00:15:00 | 72 | 74 |
| 2020-01-01 | 2020-01-01 00:15:00 | 32 | 11 |
| 2020-01-01 | 2020-01-01 00:30:00 | 33 | 8 |
The table shows a few lines of the Transportation dataset. The dataset contains spatial-temporal information of recorded transportation trip in a week in Jan 2020.
Number of Crime Event in Each Month
Number of Crime Event in Each Month. There were less crime events happened in winter. There was a drop in 2020 due to COVID19 probably.
Domestic Crime Percantage for each Crime type
This group of bar chart shows in order the percentage of domestics related crime by different crime type. As we can see domestic crime took significant percentage for many violent crimes types like batter, assault ans even sex offense. People should aware that those who are close to them can do harm to them.
Chicago Map Overview
This is the map of the city of Chicago. Community Areas are small areas that compose the city of Chicago. This is the way we divide the city into smalls ares in this project.
Column
Community Areas on Map
Column
Community Area Numbers
Crime by Areas
Column
Areas with Most Crime Events
| Community Name | Area Numeber | Number of Events Since 2018 |
|---|---|---|
| AUSTIN | 25 | 41295 |
| NEAR NORTH SIDE | 8 | 32225 |
| LOOP | 32 | 26133 |
| NORTH LAWNDALE | 29 | 24718 |
| NEAR WEST SIDE | 28 | 24608 |
| SOUTH SHORE | 43 | 24417 |
| HUMBOLDT PARK | 23 | 22103 |
| AUBURN GRESHAM | 71 | 20651 |
| WEST TOWN | 24 | 19359 |
| ROSELAND | 49 | 18862 |
| WEST ENGLEWOOD | 67 | 18851 |
| GREATER GRAND CROSSING | 69 | 18471 |
| CHATHAM | 44 | 18274 |
| ENGLEWOOD | 68 | 16908 |
| WEST GARFIELD PARK | 26 | 16429 |
| LAKE VIEW | 6 | 15769 |
| CHICAGO LAWN | 66 | 15606 |
| LOGAN SQUARE | 22 | 13145 |
| EAST GARFIELD PARK | 27 | 12940 |
| SOUTH LAWNDALE | 30 | 12201 |
| BELMONT CRAGIN | 19 | 12091 |
| LINCOLN PARK | 7 | 11836 |
| NEW CITY | 61 | 11717 |
| SOUTH CHICAGO | 46 | 11597 |
| WEST PULLMAN | 53 | 11425 |
| ROGERS PARK | 1 | 10845 |
| WEST RIDGE | 2 | 9758 |
| UPTOWN | 3 | 9669 |
| WOODLAWN | 42 | 9652 |
| GRAND BOULEVARD | 38 | 9318 |
| WASHINGTON HEIGHTS | 73 | 8788 |
| PORTAGE PARK | 15 | 8408 |
| DOUGLAS | 35 | 7406 |
| EDGEWATER | 77 | 7388 |
| IRVING PARK | 16 | 7332 |
| WASHINGTON PARK | 40 | 6907 |
| LOWER WEST SIDE | 31 | 6538 |
| ALBANY PARK | 14 | 6469 |
| ASHBURN | 70 | 6424 |
| AVONDALE | 21 | 6092 |
| BRIGHTON PARK | 58 | 5977 |
| GAGE PARK | 63 | 5746 |
| MORGAN PARK | 75 | 5532 |
| LINCOLN SQUARE | 4 | 5412 |
| GARFIELD RIDGE | 56 | 5278 |
| NEAR SOUTH SIDE | 33 | 5148 |
| SOUTH DEERING | 51 | 5088 |
| HYDE PARK | 41 | 5013 |
| WEST LAWN | 65 | 4549 |
| OHARE | 76 | 4267 |
| BRIDGEPORT | 60 | 4068 |
| DUNNING | 17 | 4011 |
| CALUMET HEIGHTS | 48 | 3963 |
| KENWOOD | 39 | 3926 |
| HERMOSA | 20 | 3767 |
| RIVERDALE | 54 | 3721 |
| NORTH CENTER | 5 | 3609 |
| AVALON PARK | 45 | 3557 |
| PULLMAN | 50 | 3197 |
| NORWOOD PARK | 10 | 3173 |
| EAST SIDE | 52 | 2946 |
| JEFFERSON PARK | 11 | 2912 |
| ARMOUR SQUARE | 34 | 2803 |
| CLEARING | 64 | 2644 |
| WEST ELSDON | 62 | 2560 |
| BEVERLY | 72 | 2552 |
| NORTH PARK | 13 | 2486 |
| MCKINLEY PARK | 59 | 2400 |
| FULLER PARK | 37 | 2349 |
| ARCHER HEIGHTS | 57 | 2250 |
| OAKLAND | 36 | 1870 |
| MONTCLARE | 18 | 1647 |
| HEGEWISCH | 55 | 1554 |
| MOUNT GREENWOOD | 74 | 1457 |
| FOREST GLEN | 12 | 1422 |
| BURNSIDE | 47 | 1069 |
| EDISON PARK | 9 | 740 |
Areas with Least Crime Events
| Community Name | Area Numeber | Number of Events Since 2018 |
|---|---|---|
| EDISON PARK | 9 | 740 |
| BURNSIDE | 47 | 1069 |
| FOREST GLEN | 12 | 1422 |
| MOUNT GREENWOOD | 74 | 1457 |
| HEGEWISCH | 55 | 1554 |
| MONTCLARE | 18 | 1647 |
| OAKLAND | 36 | 1870 |
| ARCHER HEIGHTS | 57 | 2250 |
| FULLER PARK | 37 | 2349 |
| MCKINLEY PARK | 59 | 2400 |
| NORTH PARK | 13 | 2486 |
| BEVERLY | 72 | 2552 |
| WEST ELSDON | 62 | 2560 |
| CLEARING | 64 | 2644 |
| ARMOUR SQUARE | 34 | 2803 |
| JEFFERSON PARK | 11 | 2912 |
| EAST SIDE | 52 | 2946 |
| NORWOOD PARK | 10 | 3173 |
| PULLMAN | 50 | 3197 |
| AVALON PARK | 45 | 3557 |
| NORTH CENTER | 5 | 3609 |
| RIVERDALE | 54 | 3721 |
| HERMOSA | 20 | 3767 |
| KENWOOD | 39 | 3926 |
| CALUMET HEIGHTS | 48 | 3963 |
| DUNNING | 17 | 4011 |
| BRIDGEPORT | 60 | 4068 |
| OHARE | 76 | 4267 |
| WEST LAWN | 65 | 4549 |
| HYDE PARK | 41 | 5013 |
| SOUTH DEERING | 51 | 5088 |
| NEAR SOUTH SIDE | 33 | 5148 |
| GARFIELD RIDGE | 56 | 5278 |
| LINCOLN SQUARE | 4 | 5412 |
| MORGAN PARK | 75 | 5532 |
| GAGE PARK | 63 | 5746 |
| BRIGHTON PARK | 58 | 5977 |
| AVONDALE | 21 | 6092 |
| ASHBURN | 70 | 6424 |
| ALBANY PARK | 14 | 6469 |
| LOWER WEST SIDE | 31 | 6538 |
| WASHINGTON PARK | 40 | 6907 |
| IRVING PARK | 16 | 7332 |
| EDGEWATER | 77 | 7388 |
| DOUGLAS | 35 | 7406 |
| PORTAGE PARK | 15 | 8408 |
| WASHINGTON HEIGHTS | 73 | 8788 |
| GRAND BOULEVARD | 38 | 9318 |
| WOODLAWN | 42 | 9652 |
| UPTOWN | 3 | 9669 |
| WEST RIDGE | 2 | 9758 |
| ROGERS PARK | 1 | 10845 |
| WEST PULLMAN | 53 | 11425 |
| SOUTH CHICAGO | 46 | 11597 |
| NEW CITY | 61 | 11717 |
| LINCOLN PARK | 7 | 11836 |
| BELMONT CRAGIN | 19 | 12091 |
| SOUTH LAWNDALE | 30 | 12201 |
| EAST GARFIELD PARK | 27 | 12940 |
| LOGAN SQUARE | 22 | 13145 |
| CHICAGO LAWN | 66 | 15606 |
| LAKE VIEW | 6 | 15769 |
| WEST GARFIELD PARK | 26 | 16429 |
| ENGLEWOOD | 68 | 16908 |
| CHATHAM | 44 | 18274 |
| GREATER GRAND CROSSING | 69 | 18471 |
| WEST ENGLEWOOD | 67 | 18851 |
| ROSELAND | 49 | 18862 |
| WEST TOWN | 24 | 19359 |
| AUBURN GRESHAM | 71 | 20651 |
| HUMBOLDT PARK | 23 | 22103 |
| SOUTH SHORE | 43 | 24417 |
| NEAR WEST SIDE | 28 | 24608 |
| NORTH LAWNDALE | 29 | 24718 |
| LOOP | 32 | 26133 |
| NEAR NORTH SIDE | 8 | 32225 |
| AUSTIN | 25 | 41295 |
Column
Total Number of Reported Crime Events Since 2018 in Each Area
Property Crime
Number of theft events dropped since COVID19, however, number of burglary events raised during this time.
Community areas with most property crimes were NEAR NORTH SIDE, LOOP and NEAR WEST SIDE, which were close to each other.
There were more property crime during daytime.
Column
Number of Property Crime Events in Each Month
Areas with Most Property Crimes
| Community Name | Area Number | Number of Events |
|---|---|---|
| NEAR NORTH SIDE | 8 | 20642 |
| LOOP | 32 | 17702 |
| NEAR WEST SIDE | 28 | 12791 |
| AUSTIN | 25 | 11448 |
| WEST TOWN | 24 | 10914 |
| LAKE VIEW | 6 | 9674 |
| LINCOLN PARK | 7 | 7893 |
| SOUTH SHORE | 43 | 7555 |
| LOGAN SQUARE | 22 | 7021 |
| CHATHAM | 44 | 6319 |
| AUBURN GRESHAM | 71 | 5868 |
| HUMBOLDT PARK | 23 | 5261 |
| ROSELAND | 49 | 5106 |
| NORTH LAWNDALE | 29 | 5042 |
| GREATER GRAND CROSSING | 69 | 4952 |
| CHICAGO LAWN | 66 | 4860 |
| ROGERS PARK | 1 | 4654 |
| WEST ENGLEWOOD | 67 | 4646 |
| UPTOWN | 3 | 4506 |
| WEST RIDGE | 2 | 4392 |
| BELMONT CRAGIN | 19 | 4225 |
| ENGLEWOOD | 68 | 3970 |
| EDGEWATER | 77 | 3755 |
| PORTAGE PARK | 15 | 3530 |
| SOUTH LAWNDALE | 30 | 3517 |
| NEW CITY | 61 | 3489 |
| IRVING PARK | 16 | 3314 |
| WEST PULLMAN | 53 | 3211 |
| GRAND BOULEVARD | 38 | 3152 |
| SOUTH CHICAGO | 46 | 3140 |
| WASHINGTON HEIGHTS | 73 | 3139 |
| WEST GARFIELD PARK | 26 | 3136 |
| EAST GARFIELD PARK | 27 | 3119 |
| AVONDALE | 21 | 2856 |
| DOUGLAS | 35 | 2836 |
| LINCOLN SQUARE | 4 | 2795 |
| WOODLAWN | 42 | 2787 |
| ALBANY PARK | 14 | 2634 |
| HYDE PARK | 41 | 2624 |
| NEAR SOUTH SIDE | 33 | 2596 |
| LOWER WEST SIDE | 31 | 2508 |
| ASHBURN | 70 | 2463 |
| GARFIELD RIDGE | 56 | 2324 |
| OHARE | 76 | 2277 |
| NORTH CENTER | 5 | 2217 |
| MORGAN PARK | 75 | 2172 |
| WEST LAWN | 65 | 2049 |
| BRIGHTON PARK | 58 | 1874 |
| WASHINGTON PARK | 40 | 1868 |
| GAGE PARK | 63 | 1830 |
| SOUTH DEERING | 51 | 1784 |
| BRIDGEPORT | 60 | 1698 |
| KENWOOD | 39 | 1646 |
| DUNNING | 17 | 1614 |
| NORWOOD PARK | 10 | 1561 |
| CALUMET HEIGHTS | 48 | 1410 |
| JEFFERSON PARK | 11 | 1394 |
| HERMOSA | 20 | 1328 |
| BEVERLY | 72 | 1306 |
| ARMOUR SQUARE | 34 | 1283 |
| NORTH PARK | 13 | 1246 |
| AVALON PARK | 45 | 1137 |
| PULLMAN | 50 | 1082 |
| WEST ELSDON | 62 | 1077 |
| CLEARING | 64 | 1056 |
| ARCHER HEIGHTS | 57 | 997 |
| MCKINLEY PARK | 59 | 984 |
| FOREST GLEN | 12 | 815 |
| RIVERDALE | 54 | 787 |
| EAST SIDE | 52 | 778 |
| FULLER PARK | 37 | 737 |
| MOUNT GREENWOOD | 74 | 657 |
| MONTCLARE | 18 | 653 |
| OAKLAND | 36 | 627 |
| HEGEWISCH | 55 | 535 |
| EDISON PARK | 9 | 349 |
| BURNSIDE | 47 | 269 |
Column
Property Crime Events Daily Heatmap
Violent Non-Sexual
Number of non-sexual violent crime events dropped in April 2020, then bounced back very quickly.
Community areas with most property crimes were AUSTIN and south area of Chicago.
Less non-sexual violent crime happened from 3 AM to 7AM.
Column
Number of Non-Sexual Violent Crime Events in Each Month
Areas with Most Non-Sexual Violent Crimes
| Community Name | Area Number | Number of Events |
|---|---|---|
| AUSTIN | 25 | 15474 |
| SOUTH SHORE | 43 | 9032 |
| NORTH LAWNDALE | 29 | 8459 |
| AUBURN GRESHAM | 71 | 7512 |
| WEST ENGLEWOOD | 67 | 7307 |
| GREATER GRAND CROSSING | 69 | 7111 |
| HUMBOLDT PARK | 23 | 6875 |
| NEAR NORTH SIDE | 8 | 6659 |
| ENGLEWOOD | 68 | 6614 |
| ROSELAND | 49 | 6471 |
| CHATHAM | 44 | 6347 |
| NEAR WEST SIDE | 28 | 6280 |
| CHICAGO LAWN | 66 | 5795 |
| WEST GARFIELD PARK | 26 | 5233 |
| EAST GARFIELD PARK | 27 | 4858 |
| LOOP | 32 | 4716 |
| WEST TOWN | 24 | 4366 |
| SOUTH CHICAGO | 46 | 4261 |
| NEW CITY | 61 | 4237 |
| SOUTH LAWNDALE | 30 | 4236 |
| BELMONT CRAGIN | 19 | 3939 |
| WEST PULLMAN | 53 | 3884 |
| WOODLAWN | 42 | 3539 |
| GRAND BOULEVARD | 38 | 3290 |
| LAKE VIEW | 6 | 3277 |
| ROGERS PARK | 1 | 3217 |
| LOGAN SQUARE | 22 | 3012 |
| UPTOWN | 3 | 2899 |
| WASHINGTON HEIGHTS | 73 | 2758 |
| WEST RIDGE | 2 | 2753 |
| WASHINGTON PARK | 40 | 2640 |
| DOUGLAS | 35 | 2558 |
| PORTAGE PARK | 15 | 2517 |
| LOWER WEST SIDE | 31 | 2063 |
| IRVING PARK | 16 | 2044 |
| BRIGHTON PARK | 58 | 2016 |
| ASHBURN | 70 | 2004 |
| EDGEWATER | 77 | 2002 |
| ALBANY PARK | 14 | 1953 |
| GAGE PARK | 63 | 1916 |
| LINCOLN PARK | 7 | 1883 |
| SOUTH DEERING | 51 | 1754 |
| AVONDALE | 21 | 1632 |
| MORGAN PARK | 75 | 1623 |
| RIVERDALE | 54 | 1521 |
| NEAR SOUTH SIDE | 33 | 1354 |
| LINCOLN SQUARE | 4 | 1334 |
| CALUMET HEIGHTS | 48 | 1237 |
| WEST LAWN | 65 | 1236 |
| HYDE PARK | 41 | 1225 |
| KENWOOD | 39 | 1220 |
| HERMOSA | 20 | 1174 |
| DUNNING | 17 | 1167 |
| GARFIELD RIDGE | 56 | 1166 |
| AVALON PARK | 45 | 1155 |
| BRIDGEPORT | 60 | 1096 |
| EAST SIDE | 52 | 1056 |
| PULLMAN | 50 | 1030 |
| ARMOUR SQUARE | 34 | 929 |
| OHARE | 76 | 806 |
| FULLER PARK | 37 | 802 |
| NORWOOD PARK | 10 | 757 |
| JEFFERSON PARK | 11 | 726 |
| CLEARING | 64 | 718 |
| WEST ELSDON | 62 | 666 |
| MCKINLEY PARK | 59 | 642 |
| OAKLAND | 36 | 627 |
| NORTH CENTER | 5 | 615 |
| ARCHER HEIGHTS | 57 | 613 |
| NORTH PARK | 13 | 596 |
| HEGEWISCH | 55 | 516 |
| BEVERLY | 72 | 511 |
| MONTCLARE | 18 | 502 |
| BURNSIDE | 47 | 364 |
| MOUNT GREENWOOD | 74 | 328 |
| FOREST GLEN | 12 | 271 |
| EDISON PARK | 9 | 190 |
Column
Non-Sexual Crime Events Daily Heatmap
Violent Sexual
Number of sexual violent crime events dropped in April 2020, then bounced back very quickly as well.
Community areas with most property crimes were AUSTIN and NEAR NORTH SIDE.
Column
Number of Sexual Violent Crime Events in Each Month
Areas with Most Sexual Violent Crimes
| Community Name | Area Number | Number of Events |
|---|---|---|
| AUSTIN | 25 | 479 |
| NEAR NORTH SIDE | 8 | 379 |
| NEAR WEST SIDE | 28 | 260 |
| SOUTH SHORE | 43 | 252 |
| LAKE VIEW | 6 | 223 |
| NORTH LAWNDALE | 29 | 222 |
| WEST TOWN | 24 | 220 |
| LOOP | 32 | 189 |
| HUMBOLDT PARK | 23 | 185 |
| SOUTH LAWNDALE | 30 | 184 |
| AUBURN GRESHAM | 71 | 181 |
| ROGERS PARK | 1 | 177 |
| GREATER GRAND CROSSING | 69 | 177 |
| UPTOWN | 3 | 174 |
| ROSELAND | 49 | 171 |
| ENGLEWOOD | 68 | 170 |
| BELMONT CRAGIN | 19 | 159 |
| WEST ENGLEWOOD | 67 | 159 |
| NEW CITY | 61 | 156 |
| CHATHAM | 44 | 151 |
| CHICAGO LAWN | 66 | 150 |
| LOGAN SQUARE | 22 | 138 |
| WEST GARFIELD PARK | 26 | 131 |
| SOUTH CHICAGO | 46 | 126 |
| LINCOLN PARK | 7 | 123 |
| EDGEWATER | 77 | 122 |
| WEST PULLMAN | 53 | 114 |
| WEST RIDGE | 2 | 109 |
| WOODLAWN | 42 | 106 |
| PORTAGE PARK | 15 | 96 |
| LOWER WEST SIDE | 31 | 96 |
| WASHINGTON HEIGHTS | 73 | 93 |
| LINCOLN SQUARE | 4 | 92 |
| EAST GARFIELD PARK | 27 | 92 |
| ALBANY PARK | 14 | 85 |
| GRAND BOULEVARD | 38 | 81 |
| IRVING PARK | 16 | 81 |
| GAGE PARK | 63 | 81 |
| BRIGHTON PARK | 58 | 79 |
| DOUGLAS | 35 | 75 |
| ASHBURN | 70 | 73 |
| AVONDALE | 21 | 72 |
| HYDE PARK | 41 | 69 |
| NEAR SOUTH SIDE | 33 | 63 |
| WASHINGTON PARK | 40 | 62 |
| WEST LAWN | 65 | 50 |
| MORGAN PARK | 75 | 50 |
| HERMOSA | 20 | 49 |
| GARFIELD RIDGE | 56 | 47 |
| DUNNING | 17 | 46 |
| SOUTH DEERING | 51 | 43 |
| KENWOOD | 39 | 42 |
| BRIDGEPORT | 60 | 42 |
| CALUMET HEIGHTS | 48 | 40 |
| NORTH PARK | 13 | 39 |
| AVALON PARK | 45 | 39 |
| NORTH CENTER | 5 | 37 |
| RIVERDALE | 54 | 37 |
| ARCHER HEIGHTS | 57 | 36 |
| NORWOOD PARK | 10 | 33 |
| CLEARING | 64 | 33 |
| OHARE | 76 | 33 |
| JEFFERSON PARK | 11 | 29 |
| MCKINLEY PARK | 59 | 26 |
| EAST SIDE | 52 | 26 |
| PULLMAN | 50 | 23 |
| FULLER PARK | 37 | 22 |
| MONTCLARE | 18 | 22 |
| BEVERLY | 72 | 22 |
| WEST ELSDON | 62 | 21 |
| ARMOUR SQUARE | 34 | 20 |
| HEGEWISCH | 55 | 18 |
| OAKLAND | 36 | 17 |
| MOUNT GREENWOOD | 74 | 16 |
| FOREST GLEN | 12 | 10 |
| EDISON PARK | 9 | 8 |
| BURNSIDE | 47 | 5 |
Column
Sexual Violent Crime Events Daily Heatmap
Violent Public
Number of public violent crime events dropped in April 2020, then bounced back.
Like non-sexual violent, community areas with most property crimes were AUSTIN and south area of Chicago.
Public violent crimes happened more frequently afternoon in a day.
Column
Number of Public Violent Crime Event in Each Month
Areas with Most Public Violent Crime
| Community Name | Area Number | Number of Events |
|---|---|---|
| AUSTIN | 25 | 6791 |
| SOUTH SHORE | 43 | 4318 |
| NORTH LAWNDALE | 29 | 4125 |
| AUBURN GRESHAM | 71 | 4093 |
| ROSELAND | 49 | 4070 |
| WEST ENGLEWOOD | 67 | 3783 |
| GREATER GRAND CROSSING | 69 | 3636 |
| HUMBOLDT PARK | 23 | 3408 |
| NEAR WEST SIDE | 28 | 3321 |
| ENGLEWOOD | 68 | 3317 |
| CHATHAM | 44 | 3276 |
| NEAR NORTH SIDE | 8 | 3027 |
| WEST TOWN | 24 | 2796 |
| CHICAGO LAWN | 66 | 2774 |
| WEST GARFIELD PARK | 26 | 2687 |
| WEST PULLMAN | 53 | 2469 |
| LOOP | 32 | 2443 |
| SOUTH LAWNDALE | 30 | 2396 |
| SOUTH CHICAGO | 46 | 2254 |
| EAST GARFIELD PARK | 27 | 2165 |
| NEW CITY | 61 | 2118 |
| BELMONT CRAGIN | 19 | 2011 |
| LOGAN SQUARE | 22 | 1989 |
| ROGERS PARK | 1 | 1838 |
| WOODLAWN | 42 | 1819 |
| LAKE VIEW | 6 | 1808 |
| WASHINGTON HEIGHTS | 73 | 1686 |
| WEST RIDGE | 2 | 1571 |
| GRAND BOULEVARD | 38 | 1511 |
| LINCOLN PARK | 7 | 1504 |
| WASHINGTON PARK | 40 | 1417 |
| PORTAGE PARK | 15 | 1414 |
| UPTOWN | 3 | 1304 |
| IRVING PARK | 16 | 1226 |
| LOWER WEST SIDE | 31 | 1224 |
| BRIGHTON PARK | 58 | 1210 |
| ALBANY PARK | 14 | 1209 |
| ASHBURN | 70 | 1183 |
| GAGE PARK | 63 | 1164 |
| DOUGLAS | 35 | 1070 |
| AVONDALE | 21 | 1009 |
| EDGEWATER | 77 | 1003 |
| GARFIELD RIDGE | 56 | 997 |
| MORGAN PARK | 75 | 945 |
| SOUTH DEERING | 51 | 874 |
| RIVERDALE | 54 | 841 |
| BRIDGEPORT | 60 | 836 |
| LINCOLN SQUARE | 4 | 788 |
| WEST LAWN | 65 | 743 |
| NEAR SOUTH SIDE | 33 | 733 |
| CALUMET HEIGHTS | 48 | 721 |
| AVALON PARK | 45 | 712 |
| HYDE PARK | 41 | 696 |
| DUNNING | 17 | 688 |
| HERMOSA | 20 | 664 |
| EAST SIDE | 52 | 645 |
| OHARE | 76 | 627 |
| KENWOOD | 39 | 607 |
| PULLMAN | 50 | 561 |
| MCKINLEY PARK | 59 | 534 |
| NORWOOD PARK | 10 | 512 |
| NORTH CENTER | 5 | 502 |
| CLEARING | 64 | 484 |
| WEST ELSDON | 62 | 483 |
| FULLER PARK | 37 | 464 |
| JEFFERSON PARK | 11 | 461 |
| BEVERLY | 72 | 421 |
| ARCHER HEIGHTS | 57 | 403 |
| ARMOUR SQUARE | 34 | 399 |
| NORTH PARK | 13 | 387 |
| OAKLAND | 36 | 353 |
| HEGEWISCH | 55 | 291 |
| MONTCLARE | 18 | 277 |
| MOUNT GREENWOOD | 74 | 251 |
| BURNSIDE | 47 | 250 |
| FOREST GLEN | 12 | 226 |
| EDISON PARK | 9 | 122 |
Column
Public Violent Crime Event Daily Heatmap
Homicide
Number of homicide events increased significantly after March 2020.
Austin was still the area with most homicide crime events.
Column
Number of Homicide Crime Events in Each Month
Areas with Most Homicide Crimes
| Community Name | Area Number | Number of Events |
|---|---|---|
| AUSTIN | 25 | 188 |
| NORTH LAWNDALE | 29 | 91 |
| HUMBOLDT PARK | 23 | 90 |
| WEST GARFIELD PARK | 26 | 88 |
| ENGLEWOOD | 68 | 87 |
| SOUTH SHORE | 43 | 85 |
| WEST ENGLEWOOD | 67 | 78 |
| AUBURN GRESHAM | 71 | 75 |
| ROSELAND | 49 | 70 |
| GREATER GRAND CROSSING | 69 | 65 |
| EAST GARFIELD PARK | 27 | 62 |
| CHICAGO LAWN | 66 | 58 |
| CHATHAM | 44 | 55 |
| WEST PULLMAN | 53 | 51 |
| SOUTH CHICAGO | 46 | 45 |
| NEW CITY | 61 | 45 |
| SOUTH LAWNDALE | 30 | 44 |
| WASHINGTON PARK | 40 | 32 |
| WOODLAWN | 42 | 30 |
| NEAR WEST SIDE | 28 | 27 |
| WEST TOWN | 24 | 23 |
| RIVERDALE | 54 | 23 |
| GRAND BOULEVARD | 38 | 21 |
| WASHINGTON HEIGHTS | 73 | 19 |
| ROGERS PARK | 1 | 18 |
| BELMONT CRAGIN | 19 | 18 |
| NEAR NORTH SIDE | 8 | 17 |
| BRIGHTON PARK | 58 | 17 |
| LOWER WEST SIDE | 31 | 16 |
| SOUTH DEERING | 51 | 16 |
| GAGE PARK | 63 | 16 |
| WEST RIDGE | 2 | 15 |
| MORGAN PARK | 75 | 15 |
| AVALON PARK | 45 | 14 |
| DOUGLAS | 35 | 13 |
| LOGAN SQUARE | 22 | 13 |
| EAST SIDE | 52 | 12 |
| ALBANY PARK | 14 | 11 |
| AVONDALE | 21 | 11 |
| LOOP | 32 | 10 |
| PULLMAN | 50 | 10 |
| ASHBURN | 70 | 10 |
| DUNNING | 17 | 9 |
| FULLER PARK | 37 | 8 |
| PORTAGE PARK | 15 | 8 |
| UPTOWN | 3 | 8 |
| ARMOUR SQUARE | 34 | 7 |
| GARFIELD RIDGE | 56 | 7 |
| WEST ELSDON | 62 | 6 |
| IRVING PARK | 16 | 5 |
| NEAR SOUTH SIDE | 33 | 5 |
| MCKINLEY PARK | 59 | 5 |
| CALUMET HEIGHTS | 48 | 5 |
| LINCOLN PARK | 7 | 5 |
| HYDE PARK | 41 | 4 |
| HERMOSA | 20 | 4 |
| LAKE VIEW | 6 | 4 |
| NORTH CENTER | 5 | 4 |
| CLEARING | 64 | 4 |
| OAKLAND | 36 | 3 |
| LINCOLN SQUARE | 4 | 3 |
| NORTH PARK | 13 | 3 |
| MONTCLARE | 18 | 3 |
| BURNSIDE | 47 | 3 |
| BRIDGEPORT | 60 | 3 |
| BEVERLY | 72 | 3 |
| EDGEWATER | 77 | 3 |
| KENWOOD | 39 | 2 |
| ARCHER HEIGHTS | 57 | 2 |
| WEST LAWN | 65 | 2 |
| JEFFERSON PARK | 11 | 1 |
| NORWOOD PARK | 10 | 1 |
| HEGEWISCH | 55 | 1 |
| MOUNT GREENWOOD | 74 | 1 |
| EDISON PARK | 9 | 1 |
| FOREST GLEN | 12 | 0 |
| OHARE | 76 | 0 |
Column
Homicide Crime Events Daily Heatmap
Property Crime
Column
Property Crime Description Word Cloud
Property Crime Location Description Word Cloud
Column
Comment
It seems that most property crimes involved less than $500 and mostly happened in apartments and stores.
Violent Non Sexual Crime
Column
Non-Sexual Violent Crime Description Word Cloud
Non-Sexual Violent Crime Location Description Word Cloud
Column
Violent Sexual Crime
Column
Sexual Violent Crime Description Word Cloud
Sexual Violent Crime Location Description Word Cloud
Column
Comment
Many sexual crimes involved sexual abuse and non-consensual sex. This type of crime could happen in a wide range of places.
Public Violent Crime
Column
Public Violent Crime Description Word Cloud
Public Violent Crime Location Description Word Cloud
Column
Comment
Many public violence involved property damage and vehicle damage. Mostly happened on street.
Network Analysis
Column
Transportation Between Different Community Areas
Column
Areas with Highest Number of Crime
| Community Area | Number of Crime |
|---|---|
| 25 | 41295 |
| 8 | 32225 |
| 32 | 26133 |
| 29 | 24718 |
| 28 | 24608 |
| 43 | 24417 |
| 23 | 22103 |
| 71 | 20651 |
| 24 | 19359 |
| 49 | 18862 |
| 67 | 18851 |
| 69 | 18471 |
| 44 | 18274 |
| 68 | 16908 |
| 26 | 16429 |
| 6 | 15769 |
| 66 | 15606 |
| 22 | 13145 |
| 27 | 12940 |
| 30 | 12201 |
| 19 | 12091 |
| 7 | 11836 |
| 61 | 11717 |
| 46 | 11597 |
| 53 | 11425 |
| 1 | 10845 |
| 2 | 9758 |
| 3 | 9669 |
| 42 | 9652 |
| 38 | 9318 |
Comment
The network shows the number of transportation reported by Transportation Network Providers. Areas 8, 32 and 28 had busy transportation and considerably high crime rate. Government should consider reinforce police force in these areas.
Comment
Many non-sexual crimes were domestic. Most of these type of crime happened on street and in store.